# FlashRank

Canonical URL: https://doramagic.ai/en/projects/flashrank/

Source repository: https://github.com/PrithivirajDamodaran/FlashRank

## What it is

Lite & Super-fast re-ranking for your search & retrieval pipelines.  Supports SoTA Listwise and Pairwise reranking based on LLMs and  cross-encoders and more.  Created by Prithivi Da, open for PRs & Collaborations.

## Capability boundary

Portable AI capability asset

## First safe verification

Verify the smallest path in an isolated environment and keep a rollback path.

## Main risk

May increase setup, validation, or first-run risk for the user.

## Evidence base

https://github.com/PrithivirajDamodaran/FlashRank, https://github.com/PrithivirajDamodaran/FlashRank#readme, Human Manual, Pitfall Log